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modernbert-user-16297
matiashoyl/modernbert-user-16297
modernbert-user-16297 is a text classification model from matiashoyl. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- modernbert
- Access
- Public
- Created
- Feb 21, 2025
- Updated
- Feb 22, 2025
- SHA
- 1cbcb8b2
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
modernbert-user-16297
This model is a fine-tuned version of answerdotai/ModernBERT-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.7280
- Accuracy: 0.8571
- F1: 0.8414
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Accuracy | F1 | Validation Loss |
|---|---|---|---|---|---|
| 0.6462 | 1.0 | 105 | 0.8381 | 0.7643 | 0.7680 |
| 0.5844 | 2.0 | 210 | 0.8381 | 0.7643 | 0.4853 |
| 0.5703 | 3.0 | 315 | 0.8095 | 0.7844 | 0.4944 |
| 0.4024 | 4.0 | 420 | 0.8190 | 0.7693 | 0.4146 |
| 0.3686 | 5.0 | 525 | 0.8190 | 0.7991 | 0.6188 |
| 0.4388 | 6.0 | 630 | 0.8286 | 0.7975 | 0.7870 |
| 0.286 | 7.0 | 735 | 0.8 | 0.7975 | 0.5925 |
| 0.3013 | 8.0 | 840 | 0.8286 | 0.7975 | 0.7472 |
| 0.2716 | 9.0 | 945 | 0.8571 | 0.8414 | 0.7280 |
| 0.2132 | 10.0 | 1050 | 0.8571 | 0.8414 | 0.7057 |
Framework versions
- Transformers 4.48.0.dev0
- Pytorch 2.6.0
- Datasets 3.3.1
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- modernbert
- License
- apache-2.0
- Created
- Feb 21, 2025
- Updated
- Feb 22, 2025